Keras MNIST This code defines a function that uses the Keras library to classify the MNIST dataset. It first loads the dataset, then preprocesses the data, then constructs a simple neural network model, compiles and trains the model, and finally evaluates the model performance. The type of code 2024-12-16 12:17:47 31 views
Keras LSTM This function creates a randomly configured LSTM model, including a random input layer shape, number of LSTM layers and neurons in each layer, as well as a random Dense layer. The type of code 2024-12-16 12:17:30 14 views
Keras Numpy This function creates a random neural network model based on Keras, which accepts input shape and number of classes as parameters and returns the compiled model. Create a random neural network model 2024-12-16 12:16:26 16 views
The code This code defines a function that generates a random sequence of a specified length and batch size, and converts these sequences to one-hot encoding format. The type of code 2024-12-16 12:14:29 6 views
Keras NumPy This function randomly selects a subsequence of length n_steps from the input sequence and pads it to the same length as the original sequence. The type of code 2024-12-16 12:14:18 7 views
The packages This function is used to generate a random sequence with a specified length and dimension. The type of code 2024-12-16 12:13:23 8 views
Keras Sequential This function uses the Sequential model and LSTM layer from the Keras library to generate random time series data and trains a simple LSTM model. The type of code 2024-12-16 12:12:58 4 views
Keras NumPy This function takes an input tensor and a pre-trained Keras model as parameters, and then returns a random prediction from the model. The function first generates a random tensor with the same shape as the input tensor, and then uses the model to predict on this random tensor. The type of code 2024-12-16 12:12:39 5 views
Keras LSTM This function uses the Keras library's LSTM and Dense layers to create a simple sequence-to-sequence model to fit a random sequence. The type of code 2024-12-16 12:12:21 9 views
Keras Tokenizer This function uses Keras' Tokenizer and pad_sequences methods to generate a random text of a specified length. Generate random text 2024-12-16 12:11:44 3 views
